Triple

T10400672
Position Surface form Disambiguated ID Type / Status
Subject Ngounié Province E245136 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Vungu people
The Vungu people are an indigenous ethnic group of Gabon primarily associated with the Ngounié region, known for their distinct cultural traditions and local social organization.
E916593 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Vungu people | Statement: [Ngounié Province, hasEthnicGroup, Vungu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vungu people
Context triple: [Ngounié Province, hasEthnicGroup, Vungu people]
  • A. Lumbu people
    The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
  • B. Lendu people
    The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
  • C. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • D. Vanyume people
    The Vanyume people are a Native American group historically associated with the Serrano and Takic-speaking peoples, who lived along the Mojave River in what is now Southern California.
  • E. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Vungu people
Triple: [Ngounié Province, hasEthnicGroup, Vungu people]
Generated description
The Vungu people are an indigenous ethnic group of Gabon primarily associated with the Ngounié region, known for their distinct cultural traditions and local social organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vungu people
Target entity description: The Vungu people are an indigenous ethnic group of Gabon primarily associated with the Ngounié region, known for their distinct cultural traditions and local social organization.
  • A. Lumbu people
    The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
  • B. Lendu people
    The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
  • C. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • D. Vanyume people
    The Vanyume people are a Native American group historically associated with the Serrano and Takic-speaking peoples, who lived along the Mojave River in what is now Southern California.
  • E. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e2f11c8190b30695cba2975544 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e50983ce848190ab375145019ff69b completed April 19, 2026, 4:57 p.m.
NEDg Description generation batch_69e510f7bec08190989118b6e4a7fa49 completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e5168c8da0819093bf61d8ea5f9e35 completed April 19, 2026, 5:53 p.m.
Created at: April 6, 2026, 12:07 p.m.